Hector Corrada Bravo
6 papers · 2005–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Research topics
Keywords
saliency method
(2)
concept bottleneck
(2)
neural network
(2)
feature attribution
(1)
model interpretability
(1)
time series
(1)
saliency map
(1)
recurrent neural network
(1)
variational autoencoder
(1)
generative adversarial network
(1)
controllable generation
(1)
interpretable model
(1)
protein language model
(1)
concept loss
(1)
interpretable representation
(1)
fmri data
(1)
saliency guided training
(1)
gradient noise reduction
(1)
backpropagation modification
(1)
interpretability benchmark
(1)
Papers
Concept Bottleneck Language Models For Protein Design
ICLR 2025
Concept Bottleneck Generative Models
ICLR 2024
Improving Deep Learning Interpretability by Saliency Guided Training
NeurIPS 2021
Benchmarking Deep Learning Interpretability in Time Series Predictions
NeurIPS 2020
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks
NeurIPS 2019
Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming
AISTATS 2005